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        AUTHOR = "Yang, Z.W. and Liu, J. and Wu, Z.Y. and Wu, P. and Liu, X.T.",
        TITLE = "Video Event Restoration Based on Keyframes for Video Anomaly
Detection",
        BOOKTITLE = CVPR23,
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        PAGES = "14592-14601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182659"}

@article{bb187202,
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@article{bb187204,
        AUTHOR = "Ye, J.A. and Hu, Y.J. and Yang, X. and Wang, Q.F. and Huang, C. and Huang, K.",
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@article{bb187205,
        AUTHOR = "Li, S.F. and Cheng, Y. and Zhang, L. and Luo, X. and Zhang, R.X.",
        TITLE = "Video anomaly detection based on a multi-layer reconstruction
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@article{bb187206,
        AUTHOR = "Tao, Y. and Hu, Y. and Chen, Z.Z.",
        TITLE = "Memory-guided representation matching for unsupervised video anomaly
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182664"}

@article{bb187207,
        AUTHOR = "Krishnan, S.R. and Amudha, P. and Sivakumari, S.",
        TITLE = "Comprehensive survey on video anomaly detection using deep learning
techniques",
        JOURNAL = IJCVR,
        VOLUME = "14",
        YEAR = "2024",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182665"}

@article{bb187208,
        AUTHOR = "Fan, Y. and Yu, Y.X. and Lu, W.H. and Han, Y.",
        TITLE = "Weakly-Supervised Video Anomaly Detection With Snippet Anomalous
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        JOURNAL = CirSysVideo,
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        MONTH = "July",
        PAGES = "5480-5492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182666"}

@article{bb187209,
        AUTHOR = "Zeng, X.L. and Jiang, Y. and Wang, Y.F. and Fu, Q. and Ding, W.R.",
        TITLE = "Progressive prediction: Video anomaly detection via multi-grained
prediction",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "2568-2583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182667"}

@article{bb187210,
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        TITLE = "M2VAD: Multiview multimodality transformer-based weakly supervised
video anomaly detection",
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        TITLE = "Semantic-driven dual consistency learning for weakly supervised video
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        JOURNAL = PR,
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@article{bb187212,
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        TITLE = "Triplet-set feature proximity learning for video anomaly detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182670"}

@article{bb187213,
        AUTHOR = "Zeng, X.H. and Zhuo, Y. and Liao, T.X. and Guo, J.",
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        AUTHOR = "Fan, J. and Ji, Y.X. and Wu, H. and Ge, Y. and Sun, D.F. and Wu, J.",
        TITLE = "An unsupervised video anomaly detection method via Optical Flow
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182672"}

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        TITLE = "Injecting Text Clues for Improving Anomalous Event Detection From
Weakly Labeled Videos",
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@article{bb187216,
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        TITLE = "XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior
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        NUMBER = "10",
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@article{bb187217,
        AUTHOR = "Liu, J.X. and Hu, S. and Yang, H. and Sun, N.",
        TITLE = "Image quilting heuristic compressed sensing video privacy protection
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        TITLE = "Variational Autoencoder with Gaussian Random Field prior: Application
to unsupervised animal detection in aerial images",
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        AUTHOR = "Gangloff, H. and Pham, M.T. and Courtrai, L. and Lefevre, S.",
        TITLE = "Unsupervised Anomaly Detection Using Variational Autoencoder with
Gaussian Random Field Prior",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182679"}

@article{bb187222,
        AUTHOR = "Cao, C.Q. and Zhang, H. and Lu, Y. and Wang, P. and Zhang, Y.N.",
        TITLE = "Scene-Dependent Prediction in Latent Space for Video Anomaly
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182680"}

@article{bb187223,
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        TITLE = "Delving into CLIP latent space for Video Anomaly Recognition",
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@article{bb187225,
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@article{bb187226,
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        TITLE = "Fusing crops representation into snippet via mutual learning for
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182684"}

@article{bb187227,
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for Anomaly Event Detection Using Hybrid Deep Learning Architectures",
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@inproceedings{bb187229,
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@inproceedings{bb187230,
        AUTHOR = "Chen, J.Q. and Tan, X. and Yang, J.W. and Rahardja, S. and Rahardja, S.",
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@inproceedings{bb187231,
        AUTHOR = "Berroukham, A. and Housni, K. and Lahraichi, M.",
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@inproceedings{bb187232,
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@inproceedings{bb187233,
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@inproceedings{bb187234,
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@inproceedings{bb187235,
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@inproceedings{bb187236,
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@inproceedings{bb187237,
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@inproceedings{bb187238,
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@inproceedings{bb187240,
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@inproceedings{bb187242,
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@inproceedings{bb187246,
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@inproceedings{bb187250,
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@inproceedings{bb187252,
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@inproceedings{bb187255,
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@inproceedings{bb187256,
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        YEAR = "2023",
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@inproceedings{bb187257,
        AUTHOR = "Majhi, S. and Das, S. and Bremond, F. and Dash, R. and Sa, P.K.",
        TITLE = "Weakly-supervised Joint Anomaly Detection and Classification",
        BOOKTITLE = FG21,
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@inproceedings{bb187258,
        AUTHOR = "Thakare, K.V. and Raghuwanshi, Y. and Dogra, D.P. and Choi, H. and Kim, I.J.",
        TITLE = "DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly
Detection Network",
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        YEAR = "2023",
        PAGES = "5530-5539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182716"}

@inproceedings{bb187259,
        AUTHOR = "Jezequel, L. and Vu, N.S. and Beaudet, J. and Histace, A.",
        TITLE = "Anomaly Detection via Learnable Pretext Task",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1178-1185",
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@inproceedings{bb187260,
        AUTHOR = "Jezequel, L. and Vu, N.S. and Beaudet, J. and Histace, A.",
        TITLE = "Semi-Supervised Anomaly Detection with Contrastive Regularization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2664-2671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182718"}

@inproceedings{bb187261,
        AUTHOR = "Pillai, G.V. and Verma, A. and Sen, D.",
        TITLE = "Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly
Detection in Videos",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3485-3489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182719"}

@inproceedings{bb187262,
        AUTHOR = "Moriwaki, K. and Nakano, G. and Inoshita, T.",
        TITLE = "The BRIO-TA Dataset: Understanding Anomalous Assembly Process in
Manufacturing",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb187263,
        AUTHOR = "Liu, H.B. and Li, K. and Li, X. and Zhang, Y.L.",
        TITLE = "Unsupervised Anomaly Detection with Self-Training and Knowledge
Distillation",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2102-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182721"}

@inproceedings{bb187264,
        AUTHOR = "Yang, Z.W. and Wu, P. and Liu, J. and Liu, X.T.",
        TITLE = "Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IV:404-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182722"}

@inproceedings{bb187265,
        AUTHOR = "Wang, G.D. and Wang, Y.H. and Qin, J. and Zhang, D.M. and Bao, X. and Huang, D.",
        TITLE = "Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw
Puzzles",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "X:494-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182723"}

@inproceedings{bb187266,
        AUTHOR = "Grcic, M. and Bevandic, P. and Segvic, S.",
        TITLE = "DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:500-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182724"}

@inproceedings{bb187267,
        AUTHOR = "Lin, W.Y. and Liu, Z.H. and Liu, S.Y.",
        TITLE = "Locally Varying Distance Transform for Unsupervised Visual Anomaly
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:354-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182725"}

@inproceedings{bb187268,
        AUTHOR = "Zou, Y. and Jeong, J. and Pemula, L. and Zhang, D.Q. and Dabeer, O.",
        TITLE = "SPot-the-Difference Self-supervised Pre-training for Anomaly Detection
and Segmentation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:392-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT182726"}

@inproceedings{bb187269,
        AUTHOR = "Schneider, S. and Antensteiner, D. and Soukup, D. and Scheutz, M.",
        TITLE = "Autoencoders: A Comparative Analysis in the Realm of Anomaly Detection",
        BOOKTITLE = WiCV22,
        YEAR = "2022",
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@inproceedings{bb187270,
        AUTHOR = "Almohsen, R. and Keaton, M.R. and Adjeroh, D.A. and Doretto, G.",
        TITLE = "Generative Probabilistic Novelty Detection with Isometric Adversarial
Autoencoders",
        BOOKTITLE = WiCV22,
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@inproceedings{bb187271,
        AUTHOR = "Schneider, P. and Rambach, J. and Mirbach, B. and Stricker, D.",
        TITLE = "Unsupervised Anomaly Detection from Time-of-Flight Depth Images",
        BOOKTITLE = PBVS22,
        YEAR = "2022",
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@inproceedings{bb187272,
        AUTHOR = "Sapkota, H. and Yu, Q.",
        TITLE = "Bayesian Nonparametric Submodular Video Partition for Robust Anomaly
Detection",
        BOOKTITLE = CVPR22,
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        PAGES = "3202-3211",
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@inproceedings{bb187273,
        AUTHOR = "Roth, K. and Pemula, L. and Zepeda, J. and Scholkopf, B. and Brox, T. and Gehler, P.",
        TITLE = "Towards Total Recall in Industrial Anomaly Detection",
        BOOKTITLE = CVPR22,
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@inproceedings{bb187274,
        AUTHOR = "Ye, K. and Kovashka, A.",
        TITLE = "Weakly-Supervised Action Detection Guided by Audio Narration",
        BOOKTITLE = Ego4D-EPIC22,
        YEAR = "2022",
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@inproceedings{bb187275,
        AUTHOR = "Guo, M.Q. and Hwa, R. and Kovashka, A.",
        TITLE = "Detecting Persuasive Atypicality by Modeling Contextual Compatibility",
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@inproceedings{bb187276,
        AUTHOR = "Dueholm, J.V. and Nasrollahi, K. and Moeslund, T.B.",
        TITLE = "Object-Centric Anomaly Detection Using Memory Augmentation",
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@inproceedings{bb187277,
        AUTHOR = "Zaheer, M.Z. and Mahmood, A. and Khan, M.H. and Astrid, M. and Lee, S.I.",
        TITLE = "An Anomaly Detection System via Moving Surveillance Robots with Human
Collaboration",
        BOOKTITLE = CVinHRC21,
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@inproceedings{bb187278,
        AUTHOR = "Jain, Y. and Sharma, A.K. and Velmurugan, R. and Banerjee, B.",
        TITLE = "PoseCVAE: Anomalous Human Activity Detection",
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@inproceedings{bb187279,
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@inproceedings{bb187280,
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@inproceedings{bb187281,
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Applications",
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@inproceedings{bb187282,
        AUTHOR = "Montulet, R. and Briassouli, A.",
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Abnormal Event Detection",
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        YEAR = "2020",
        PAGES = "5-19",
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@inproceedings{bb187283,
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        TITLE = "A Day on Campus: An Anomaly Detection Dataset for Events in a Single
Camera",
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@inproceedings{bb187284,
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        TITLE = "Patch SVDD: Patch-level Svdd for Anomaly Detection and Segmentation",
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        YEAR = "2020",
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@inproceedings{bb187285,
        AUTHOR = "Ma, T. and Wang, Y. and Shao, J. and Zhang, B. and Doermann, D.",
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@inproceedings{bb187286,
        AUTHOR = "Sun, L. and Chen, Y. and Luo, W. and Wu, H. and Zhang, C.",
        TITLE = "Discriminative Clip Mining for Video Anomaly Detection",
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@inproceedings{bb187287,
        AUTHOR = "Lu, Y.W. and Yu, F. and Reddy, M.K.K. and Wang, Y.",
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        YEAR = "2020",
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@inproceedings{bb187288,
        AUTHOR = "Roady, R. and Hayes, T.L. and Vaidya, H. and Kanan, C.",
        TITLE = "Stream-51: Streaming Classification and Novelty Detection from Videos",
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@inproceedings{bb187289,
        AUTHOR = "Epstein, D. and Chen, B. and Vondrick, C.",
        TITLE = "Oops! Predicting Unintentional Action in Video",
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@inproceedings{bb187290,
        AUTHOR = "Markovitz, A. and Sharir, G. and Friedman, I. and Zelnik Manor, L. and Avidan, S.",
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@inproceedings{bb187291,
        AUTHOR = "Kilickaya, M. and Smeulders, A.",
        TITLE = "Diagnosing Rarity in Human-object Interaction Detection",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
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@inproceedings{bb187292,
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@inproceedings{bb187293,
        AUTHOR = "Wang, J. and Cherian, A.",
        TITLE = "GODS: Generalized One-Class Discriminative Subspaces for Anomaly
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        YEAR = "2019",
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@inproceedings{bb187294,
        AUTHOR = "Ionescu, R.T. and Khan, F.S. and Georgescu, M.I. and Shao, L.",
        TITLE = "Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event
Detection in Video",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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@inproceedings{bb187295,
        AUTHOR = "Zhong, J.X. and Li, N.N. and Kong, W.J. and Liu, S. and Li, T.H. and Li, G.",
        TITLE = "Graph Convolutional Label Noise Cleaner:
Train a Plug-And-Play Action Classifier for Anomaly Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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@inproceedings{bb187296,
        AUTHOR = "Shadaydeh, M. and Denzler, J. and Garcia, Y.G. and Mahecha, M.",
        TITLE = "Time-Frequency Causal Inference Uncovers Anomalous Events in
Environmental Systems",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
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@inproceedings{bb187297,
        AUTHOR = "Trifunov, V.T. and Shadaydeh, M. and Runge, J. and Eyring, V. and Reichstein, M. and Denzler, J.",
        TITLE = "Nonlinear Causal Link Estimation Under Hidden Confounding with an
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        YEAR = "2019",
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@inproceedings{bb187298,
        AUTHOR = "Yin, Z. and Chen, X. and Huang, K.",
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@inproceedings{bb187299,
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